{
  "id": 197698,
  "title": "Kaggle Kernel CUDA memory error. ",
  "url": "/competitions/riiid-test-answer-prediction/discussion/197698",
  "author_name": "",
  "post_date": "2020-11-17T17:02:05.947335300Z",
  "votes": null,
  "comment_count": 2,
  "views": 0,
  "content": "<p>I'm training a basic NN from the fastai library. I trained this network with 1M rows from train.csv and this runs well on my local machine (nvidia GTX 1050ti 4GB memory). However, when I run the same notebook on kaggle, I'm getting a memory error. I know this model does not take so much memory, so why am I getting this error. Would really appreciate some help.</p>",
  "messages": [
    {
      "id": "1082174",
      "postDate": "11/17/2020 17:02:05",
      "content": "<p>I'm training a basic NN from the fastai library. I trained this network with 1M rows from train.csv and this runs well on my local machine (nvidia GTX 1050ti 4GB memory). However, when I run the same notebook on kaggle, I'm getting a memory error. I know this model does not take so much memory, so why am I getting this error. Would really appreciate some help.</p>",
      "rawMarkdown": "I'm training a basic NN from the fastai library. I trained this network with 1M rows from train.csv and this runs well on my local machine (nvidia GTX 1050ti 4GB memory). However, when I run the same notebook on kaggle, I'm getting a memory error. I know this model does not take so much memory, so why am I getting this error. Would really appreciate some help.",
      "votes": null
    },
    {
      "id": "1083798",
      "postDate": "11/19/2020 11:49:14",
      "content": "<p>How much RAM does your local machine have? Kaggle's RAM is limited to 16 if CPU and 13 if GPU.</p>",
      "rawMarkdown": "How much RAM does your local machine have? Kaggle's RAM is limited to 16 if CPU and 13 if GPU.",
      "votes": null
    },
    {
      "id": "1084195",
      "postDate": "11/19/2020 20:32:36",
      "content": "<p>waaay lesser. My gpu has 4gb vram and my system has 8gb of ram</p>",
      "rawMarkdown": "waaay lesser. My gpu has 4gb vram and my system has 8gb of ram",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1083798,
      "author_name": "aeryss",
      "author_url": "",
      "post_date": "11/19/2020 11:49:14",
      "content": "<p>How much RAM does your local machine have? Kaggle's RAM is limited to 16 if CPU and 13 if GPU.</p>",
      "votes": null,
      "replies": [
        {
          "id": 1084195,
          "author_name": "akashshastri",
          "author_url": "",
          "post_date": "11/19/2020 20:32:36",
          "content": "<p>waaay lesser. My gpu has 4gb vram and my system has 8gb of ram</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "1082174": "I'm training a basic NN from the fastai library. I trained this network with 1M rows from train.csv and this runs well on my local machine (nvidia GTX 1050ti 4GB memory). However, when I run the same notebook on kaggle, I'm getting a memory error. I know this model does not take so much memory, so why am I getting this error. Would really appreciate some help.",
    "1083798": "How much RAM does your local machine have? Kaggle's RAM is limited to 16 if CPU and 13 if GPU.",
    "1084195": "waaay lesser. My gpu has 4gb vram and my system has 8gb of ram"
  },
  "source": "meta"
}